Skip to content
Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "From Canada. This is the …" 6,088 comments · Page 42 of 244
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Identity Attack0.18235919
Insult0.53014356
Profanity0.049928714
Threat0.008453408
Severe Toxicity0.0126394415
Moderate 0.47886392 Low Con 0.213 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Thank you Canada for taking the trash out of every country
Thank you Canada for taking the trash out of every country
Identity Attack0.39677486
Insult0.48484445
Profanity0.11539881
Threat0.007197669
Severe Toxicity0.019482423
Moderate 0.47886392 Moderate Con 0.333 Identity_Assertion
Oct 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Simple fact, Canada is in a bad economic shape, and the frustration is being taken out on a race. Scapegoating is human nature. And hypocrisy of the older immigrants is at its finest.
Simple fact, Canada is in a bad economic shape, and the frustration is being taken out on a race. Scapegoating is human nature. And hypocrisy of the older immigrants is at its finest.
Identity Attack0.43256098
Insult0.5130944
Profanity0.032643758
Threat0.007974415
Severe Toxicity0.015673593
Moderate 0.47886392 Moderate Con 0.434 Insult Economic_Argument
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules …
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules and essentially laws in Canada is appalling. I saw a video of them literally shitting in beaches. I applaud those who are still promoting the good side in Indian culture like helping the needy and treating everyone as human beings regardless of your race, religion and origin.
Identity Attack0.50588524
Insult0.46327567
Profanity0.39409557
Threat0.011094344
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.775 Identity Attack Policy_Critique
Nov 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If you dont like indians in canada, then go back to your country.
If you dont like indians in canada, then go back to your country.
Identity Attack0.55044734
Insult0.26957804
Profanity0.07967158
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.13 Identity Attack Call_To_Action
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Retard Canada just be giving PR to anyone
Retard Canada just be giving PR to anyone
Identity Attack0.38826546
Insult0.5130944
Profanity0.28938356
Threat0.0091524795
Severe Toxicity0.023552058
Moderate 0.47886392 Low Con 0.094 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Identity Attack0.5698139
Insult0.33896056
Profanity0.09098661
Threat0.13211988
Severe Toxicity0.02514347
Moderate 0.47886392 Moderate Con 0.339 Identity Attack Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now …
i live in canada n i cant stand it good luck getting a job anywhere its unreal they actuallyare turning are stores into theres in walmart there was only 1 isl of indian food now the majority of the store is indian food i cant take it this country is goin to sh!!t we should all move to india and see how they like it ....
Identity Attack0.4508763
Insult0.36798462
Profanity0.41436642
Threat0.018882722
Severe Toxicity0.024866661
Moderate 0.47886392 Moderate Con 0.458 Personal_Narrative
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
They are ruining canada, Brampton is already destroyed they have taken over everything and only hire they’re own people they are horrible people who have ruined our country and our town
They are ruining canada, Brampton is already destroyed they have taken over everything and only hire they’re own people they are horrible people who have ruined our country and our town
Identity Attack0.11976352
Insult0.5072643
Profanity0.07514556
Threat0.029933142
Severe Toxicity0.01896597
Moderate 0.47886392 Moderate Con 0.37 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Most places in Canada are not dominated by Indians. You just not picked a place and called it an invasion. Its evil and racist
Identity Attack0.48915586
Insult0.46173862
Profanity0.09324962
Threat0.009747985
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.253 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
Canada is sooo extremely racist that if the religion in Brampton becomes 5%, people erupt into haters. Meanwhile in BC, less than 2% is borderline tolerable … the whole image of Canada is a fraud.
Canada is sooo extremely racist that if the religion in Brampton becomes 5%, people erupt into haters. Meanwhile in BC, less than 2% is borderline tolerable … the whole image of Canada is a fraud.
Identity Attack0.46614665
Insult0.47384647
Profanity0.056441884
Threat0.007857903
Severe Toxicity0.021419114
Moderate 0.47886392 Moderate Con 0.376 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled …
WATCH OUT CANADA!!!!! Just think of this once beautiful country going to the dogs…just like what most Indians escaped from… a 3rd world country and all that European’s (whites) built is falling apart, government controlled by Indians, businesses controlled by Indians, housing run by Indians, garbage in the streets, poop on the beaches, Indian music (not music to my ears) blasting everywhere, especially in the parks, unclean public toilets, unclean motels etc etc.. YEP…just what a once beautiful country deserves!
Identity Attack0.5075293
Insult0.46327567
Profanity0.16682947
Threat0.013528148
Severe Toxicity0.043077253
Moderate 0.47886392 Moderate Con 0.362 Identity Attack Fear_Threat
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
All you mfs talk about How People from India ruined Canada Is just absurd. That's like saying how Hispanic people ruined California.
Identity Attack0.55044734
Insult0.40243408
Profanity0.24438259
Threat0.020436687
Severe Toxicity0.023364257
Moderate 0.47886392 Moderate Con 0.314 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
White people also invade Canada and the USA they aren't a native population there. go back to Europe 🗡️🗡️
Identity Attack0.55044734
Insult0.3388922
Profanity0.13873272
Threat0.019746035
Severe Toxicity0.02439716
Moderate 0.47886392 Low Con 0.203 Identity Attack Identity_Assertion
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
As an American i feel as though Canada is becoming a liability to us and i hope we stop dealing with them one day or just take it away from them because obviously they don't …
As an American i feel as though Canada is becoming a liability to us and i hope we stop dealing with them one day or just take it away from them because obviously they don't know how to run a country anymore!..Have some pride Canada WTF!🖕🏻🇺🇲☝🏻
Identity Attack0.28034934
Insult0.44802538
Profanity0.42990944
Threat0.024753258
Severe Toxicity0.023880709
Moderate 0.47886392 Moderate Con 0.338
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t …
I’m from Canada and I literally can’t stand the amount of them here and they are dangerous. I was friends with Indians who grew up here and even them and their families said they don’t want the Indians coming here , the “village” ones that are dirty
Identity Attack0.5135796
Insult0.45758462
Profanity0.18909787
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.589 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
shameful what the politicians have done to Canada and USA and Europe. If white people are so racist, why do they all come to white countries.
Identity Attack0.55044734
Insult0.38852
Profanity0.06395709
Threat0.008893564
Severe Toxicity0.021031776
Moderate 0.47886392 Low Con 0.3 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU …
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU and NOW MARK CARNIVAL CARNEY ; IN THE WORDS OF THE LATE AND GREAT Micheal Jackson ; " THEY DON'T REALY CARE ABOUT US " eyh ya eyh
Identity Attack0.14233272
Insult0.4125297
Profanity0.4131548
Threat0.015429466
Severe Toxicity0.02458496
Moderate 0.47886392 Moderate Con 0.338
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You know its bad when you have the indains born in canada hate the new comers lmao
You know its bad when you have the indains born in canada hate the new comers lmao
Identity Attack0.5135796
Insult0.3388922
Profanity0.21456863
Threat0.013424582
Severe Toxicity0.023927659
Moderate 0.47886392 Low Con 0.237 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Immigrants will Brampton lively rather than the depressing cities of cold canada. Canada is so depressing. Whites dont smile
Identity Attack0.55044734
Insult0.36798462
Profanity0.10549548
Threat0.010783645
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.308 Identity Attack Identity_Assertion
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
The Indian guy claiming that "Canada can't survive without india" is falsifying , no one should even give him a forum to say such nonsense , let alone believe him .
Identity Attack0.38200524
Insult0.5130944
Profanity0.07643871
Threat0.009178371
Severe Toxicity0.014963473
Moderate 0.47886392 Low Con 0.24 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that rewards hard work, not political optics. Im an immigrant and this place sucks now. Everyone needs to get together, immigrants and citizens need to step up and toss this government out. And when it comes to the garbage and pathetic justice system, No more revolving doors. Every judge who releases repeat offenders must be held publicly and legally accountable for the crimes committed under their rulings. If you enable violence, you share responsibility for its consequences. I am an immigrant of 22 years and I will not put up with this disgusting mistreatment of MY COUNTRY. MY PEOPLE. OUR CULTURE. I will never stay silent. I will always back Canada.
Identity Attack0.18391247
Insult0.5130944
Profanity0.2664882
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.587 Insult Policy_Critique
Sep 9, 2025 8 likes Why Canadians Are Turning Against …
Indo fatigue! Do not allow Indo's into Canada.
Indo fatigue! Do not allow Indo's into Canada.
Identity Attack0.55803186
Insult0.34237885
Profanity0.08613731
Threat0.036149003
Severe Toxicity0.023505108
Moderate 0.47886392 Low Con 0.226 Identity Attack Identity_Assertion
Feb 13, 2026 2 likes Canada's tighter immigration policy divides …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.